{"id":"W2143314581","doi":"10.1007/s00198-010-1329-8","title":"Osteoporosis quality indicators using healthcare utilization data","year":2010,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Connaught Fund; University of Toronto; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Osteoporosis; Pharmacotherapy; Pharmacy; Health care; Rheumatology; Physical therapy; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01266367,0.000806318,0.001078481,0.01497873,0.0003107808,0.001707394,0.000765873,0.0005118931,0.001854794],"category_scores_gemma":[0.05792069,0.0002934732,0.001982759,0.0162231,0.000294512,0.001220852,0.001395569,0.0008738534,0.0005268822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630558,"about_ca_system_score_gemma":0.001782564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758812,"about_ca_topic_score_gemma":0.01086947,"domain_scores_codex":[0.98269,0.005626266,0.004574227,0.001588181,0.004999926,0.0005214683],"domain_scores_gemma":[0.9415409,0.01699689,0.02981639,0.002314117,0.008309536,0.001022111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009107108,0.00009545324,0.9667058,0.0005187095,0.0009611895,0.00002644127,0.0001527047,0.002464892,0.00006448504,0.0004382574,0.003430798,0.02505013],"study_design_scores_gemma":[0.00004394608,0.0001824913,0.9799374,0.0004481303,0.000263289,0.00009913475,0.0001936878,0.01173673,0.0003143134,0.0009946919,0.005735466,0.00005065833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6654493,0.006494092,0.0460365,0.001463299,0.0002205746,0.003207797,0.2564684,0.001192527,0.0194675],"genre_scores_gemma":[0.9058255,0.001155036,0.0195216,0.0001726337,0.0001092654,0.002479437,0.07006909,0.00005093295,0.000616536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758812,"threshold_uncertainty_score":0.06697267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774949194842957,"score_gpt":0.4626708723358447,"score_spread":0.285175952851549,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}